Javier Gil Quijano

Atomic Energy and Alternative Energies Commission | CEA · DPACA - Cadarache

In this paper, we deal with the short term prediction of the domestic electrical appliances power consumption. We go further than the prediction of on/off activities of appliances to the prediction of a bounded interval of consumed power. The short term prediction of appliances consumptions is an unavoidable problem to solve when constructing optim...

Dans cet article, on s'intéresse à la prévision à court terme de la consommation électrique des appareils électroménagers, précisément à l'approximation de la quantité d'électricité consommée par chaque appareil dans un horizon temporel de quelques heures. On propose un modèle de prévision basé sur la modélisation graphique et qui exploite en plus...

Several papers deal with the topic of multi-agent solutions for the energy management in complex energy systems. According to the time scale, we distinguish two kinds of management: a reactive management (short-term) and an anticipative management (long-term). The objective of this paper is to propose a survey of the different multi-agent approache...

The European Power Electronics and Drives Association - Workshop : DC grid for more Renewable Energy Penetration in the Power Networks of the Future - DC grid control and operations

Multi-agent based simulations (MABS) have been successfully used to model complex systems in different areas. Nevertheless a pitfall of MABS is that their complexity increases with the number of agents and the number of different types of behavior considered in the model. For average and large systems, it is impossible to validate the trajectories...

Multi-agents based simulations (MABS) have been successfully used to model complex systems in multiple However, a pitfall of MABS is that their complexity increases with the number of agents and behaviors considered in the model. For average and large systems, different phenomena can simultaneously occur at different intermediate levels and influen...

This paper addresses the problem of modeling complex behaviors, especially social human behaviors, in multi-agent based simulations. Incremental approaches, - a first and simple model that is enhanced step by step - are a common way to deal with complexity. We argue that incremental modeling is a valuable methodology, but needs to be assisted both...

Modeling complex systems often implies to consider entities at several levels of organization and levels of scales. Taking into account these levels, their mutual interactions, and the organizational dynamics at the interface between levels, is a difficult problem, for which the proposed solutions are often related to a specific disciplinary field...

Modelling complex systems often implies to consider entities at several levels of organisation and levels of scales. Taking into account these levels, their mutual interactions, and the organizational dynamics at the interface between levels, is a difficult problem, for which the proposed solutions are often linked to a specific disciplinary field...

Résumé Lorsque l'on simule des systèmes complexes, il est souvent nécessaire de considérer des entités à différentes échelles d'organisation, et prendre en compte la façon dont celles-ci s'inter-influencent. Le choix des échelles est conditionné par des contraintes méthodo-logiques qui incluent les objets manipulés par les thématiciens, la disponib...

In this chapter, we present a multi-agent system that models and simulates the dynamics of intra-urban mobility through the automated formation and evolution of both groups of households and groups of housing-units. We consider global rules of evolution instead of individual events to represent the evolution of both the population and the housing-s...

L'objectif principal de notre travail est de reproduire l'évolution de la distribution de la population d'une ville. Le parti pris est de privilégier une vision synthétique de la ville. Notre approche se fonde sur une modélisation de l'interaction entre un niveau intermédiaire (constitué par des groupes sociaux et des types d'habitat) et un niveau...

In this chapter, we present a multi-agent system that models and simulates the dynamics of intra-urban mobility through the automated formation and evolution of both groups of households and groups of housing-units. We consider global rules of evolution instead of individual events to represent the evolution of both the population and the housing-s...